Fitting 3 folds for each of 200 candidates, totalling 600 fits
[CV 1/3] END max_depth=8, max_features=auto, max_leaf_nodes=8, splitter=best;, score=-0.018 total time= 12.0s
[CV 2/3] END max_depth=8, max_features=auto, max_leaf_nodes=8, splitter=best;, score=-0.018 total time= 8.8s
[CV 3/3] END max_depth=8, max_features=auto, max_leaf_nodes=8, splitter=best;, score=-0.018 total time= 8.8s
[CV 1/3] END max_depth=8, max_features=auto, max_leaf_nodes=8, splitter=random;, score=-0.026 total time= 4.0s
[CV 2/3] END max_depth=8, max_features=auto, max_leaf_nodes=8, splitter=random;, score=-0.020 total time= 3.9s
[CV 3/3] END max_depth=8, max_features=auto, max_leaf_nodes=8, splitter=random;, score=-0.030 total time= 3.8s
[CV 1/3] END max_depth=8, max_features=auto, max_leaf_nodes=13, splitter=best;, score=-0.016 total time= 10.2s
[CV 2/3] END max_depth=8, max_features=auto, max_leaf_nodes=13, splitter=best;, score=-0.016 total time= 10.2s
[CV 3/3] END max_depth=8, max_features=auto, max_leaf_nodes=13, splitter=best;, score=-0.016 total time= 10.1s
[CV 1/3] END max_depth=8, max_features=auto, max_leaf_nodes=13, splitter=random;, score=-0.027 total time= 4.4s
[CV 2/3] END max_depth=8, max_features=auto, max_leaf_nodes=13, splitter=random;, score=-0.019 total time= 4.7s
[CV 3/3] END max_depth=8, max_features=auto, max_leaf_nodes=13, splitter=random;, score=-0.020 total time= 4.5s
[CV 1/3] END max_depth=8, max_features=auto, max_leaf_nodes=5, splitter=best;, score=-0.021 total time= 7.6s
[CV 2/3] END max_depth=8, max_features=auto, max_leaf_nodes=5, splitter=best;, score=-0.021 total time= 7.6s
[CV 3/3] END max_depth=8, max_features=auto, max_leaf_nodes=5, splitter=best;, score=-0.022 total time= 7.1s
[CV 1/3] END max_depth=8, max_features=auto, max_leaf_nodes=5, splitter=random;, score=-0.024 total time= 2.7s
[CV 2/3] END max_depth=8, max_features=auto, max_leaf_nodes=5, splitter=random;, score=-0.044 total time= 2.7s
[CV 3/3] END max_depth=8, max_features=auto, max_leaf_nodes=5, splitter=random;, score=-0.032 total time= 2.9s
[CV 1/3] END max_depth=8, max_features=auto, max_leaf_nodes=13, splitter=best;, score=-0.016 total time= 10.2s
[CV 2/3] END max_depth=8, max_features=auto, max_leaf_nodes=13, splitter=best;, score=-0.016 total time= 10.3s
[CV 3/3] END max_depth=8, max_features=auto, max_leaf_nodes=13, splitter=best;, score=-0.016 total time= 10.3s
[CV 1/3] END max_depth=8, max_features=auto, max_leaf_nodes=13, splitter=random;, score=-0.030 total time= 4.9s
[CV 2/3] END max_depth=8, max_features=auto, max_leaf_nodes=13, splitter=random;, score=-0.021 total time= 4.2s
[CV 3/3] END max_depth=8, max_features=auto, max_leaf_nodes=13, splitter=random;, score=-0.017 total time= 4.2s
[CV 1/3] END max_depth=8, max_features=auto, max_leaf_nodes=12, splitter=best;, score=-0.016 total time= 10.2s
[CV 2/3] END max_depth=8, max_features=auto, max_leaf_nodes=12, splitter=best;, score=-0.016 total time= 9.6s
[CV 3/3] END max_depth=8, max_features=auto, max_leaf_nodes=12, splitter=best;, score=-0.016 total time= 9.5s
[CV 1/3] END max_depth=8, max_features=auto, max_leaf_nodes=12, splitter=random;, score=-0.019 total time= 4.4s
[CV 2/3] END max_depth=8, max_features=auto, max_leaf_nodes=12, splitter=random;, score=-0.034 total time= 3.8s
[CV 3/3] END max_depth=8, max_features=auto, max_leaf_nodes=12, splitter=random;, score=-0.019 total time= 4.0s
[CV 1/3] END max_depth=8, max_features=log2, max_leaf_nodes=8, splitter=best;, score=-0.033 total time= 2.4s
[CV 2/3] END max_depth=8, max_features=log2, max_leaf_nodes=8, splitter=best;, score=-0.042 total time= 2.2s
[CV 3/3] END max_depth=8, max_features=log2, max_leaf_nodes=8, splitter=best;, score=-0.032 total time= 2.7s
[CV 1/3] END max_depth=8, max_features=log2, max_leaf_nodes=8, splitter=random;, score=-0.071 total time= 1.2s
[CV 2/3] END max_depth=8, max_features=log2, max_leaf_nodes=8, splitter=random;, score=-0.051 total time= 1.2s
[CV 3/3] END max_depth=8, max_features=log2, max_leaf_nodes=8, splitter=random;, score=-0.082 total time= 1.1s
[CV 1/3] END max_depth=8, max_features=log2, max_leaf_nodes=13, splitter=best;, score=-0.023 total time= 3.0s
[CV 2/3] END max_depth=8, max_features=log2, max_leaf_nodes=13, splitter=best;, score=-0.030 total time= 2.7s
[CV 3/3] END max_depth=8, max_features=log2, max_leaf_nodes=13, splitter=best;, score=-0.020 total time= 3.2s
[CV 1/3] END max_depth=8, max_features=log2, max_leaf_nodes=13, splitter=random;, score=-0.067 total time= 1.2s
[CV 2/3] END max_depth=8, max_features=log2, max_leaf_nodes=13, splitter=random;, score=-0.058 total time= 1.2s
[CV 3/3] END max_depth=8, max_features=log2, max_leaf_nodes=13, splitter=random;, score=-0.048 total time= 1.2s
[CV 1/3] END max_depth=8, max_features=log2, max_leaf_nodes=5, splitter=best;, score=-0.060 total time= 1.9s
[CV 2/3] END max_depth=8, max_features=log2, max_leaf_nodes=5, splitter=best;, score=-0.034 total time= 2.1s
[CV 3/3] END max_depth=8, max_features=log2, max_leaf_nodes=5, splitter=best;, score=-0.035 total time= 2.4s
[CV 1/3] END max_depth=8, max_features=log2, max_leaf_nodes=5, splitter=random;, score=-0.080 total time= 1.1s
[CV 2/3] END max_depth=8, max_features=log2, max_leaf_nodes=5, splitter=random;, score=-0.052 total time= 1.0s
[CV 3/3] END max_depth=8, max_features=log2, max_leaf_nodes=5, splitter=random;, score=-0.056 total time= 1.0s
[CV 1/3] END max_depth=8, max_features=log2, max_leaf_nodes=13, splitter=best;, score=-0.025 total time= 3.1s
[CV 2/3] END max_depth=8, max_features=log2, max_leaf_nodes=13, splitter=best;, score=-0.024 total time= 2.8s
[CV 3/3] END max_depth=8, max_features=log2, max_leaf_nodes=13, splitter=best;, score=-0.025 total time= 2.9s
[CV 1/3] END max_depth=8, max_features=log2, max_leaf_nodes=13, splitter=random;, score=-0.045 total time= 1.3s
[CV 2/3] END max_depth=8, max_features=log2, max_leaf_nodes=13, splitter=random;, score=-0.063 total time= 1.4s
[CV 3/3] END max_depth=8, max_features=log2, max_leaf_nodes=13, splitter=random;, score=-0.080 total time= 1.1s
[CV 1/3] END max_depth=8, max_features=log2, max_leaf_nodes=12, splitter=best;, score=-0.027 total time= 2.8s
[CV 2/3] END max_depth=8, max_features=log2, max_leaf_nodes=12, splitter=best;, score=-0.026 total time= 2.6s
[CV 3/3] END max_depth=8, max_features=log2, max_leaf_nodes=12, splitter=best;, score=-0.030 total time= 2.9s
[CV 1/3] END max_depth=8, max_features=log2, max_leaf_nodes=12, splitter=random;, score=-0.074 total time= 1.5s
[CV 2/3] END max_depth=8, max_features=log2, max_leaf_nodes=12, splitter=random;, score=-0.064 total time= 1.2s
[CV 3/3] END max_depth=8, max_features=log2, max_leaf_nodes=12, splitter=random;, score=-0.043 total time= 1.3s
[CV 1/3] END max_depth=8, max_features=sqrt, max_leaf_nodes=8, splitter=best;, score=-0.042 total time= 2.3s
[CV 2/3] END max_depth=8, max_features=sqrt, max_leaf_nodes=8, splitter=best;, score=-0.078 total time= 1.6s
[CV 3/3] END max_depth=8, max_features=sqrt, max_leaf_nodes=8, splitter=best;, score=-0.029 total time= 2.5s
[CV 1/3] END max_depth=8, max_features=sqrt, max_leaf_nodes=8, splitter=random;, score=-0.087 total time= 1.1s
[CV 2/3] END max_depth=8, max_features=sqrt, max_leaf_nodes=8, splitter=random;, score=-0.063 total time= 1.1s
[CV 3/3] END max_depth=8, max_features=sqrt, max_leaf_nodes=8, splitter=random;, score=-0.062 total time= 1.2s
[CV 1/3] END max_depth=8, max_features=sqrt, max_leaf_nodes=13, splitter=best;, score=-0.020 total time= 3.1s
[CV 2/3] END max_depth=8, max_features=sqrt, max_leaf_nodes=13, splitter=best;, score=-0.032 total time= 2.8s
[CV 3/3] END max_depth=8, max_features=sqrt, max_leaf_nodes=13, splitter=best;, score=-0.020 total time= 3.0s
[CV 1/3] END max_depth=8, max_features=sqrt, max_leaf_nodes=13, splitter=random;, score=-0.083 total time= 1.1s
[CV 2/3] END max_depth=8, max_features=sqrt, max_leaf_nodes=13, splitter=random;, score=-0.048 total time= 1.5s
[CV 3/3] END max_depth=8, max_features=sqrt, max_leaf_nodes=13, splitter=random;, score=-0.036 total time= 1.9s
[CV 1/3] END max_depth=8, max_features=sqrt, max_leaf_nodes=5, splitter=best;, score=-0.034 total time= 2.8s
[CV 2/3] END max_depth=8, max_features=sqrt, max_leaf_nodes=5, splitter=best;, score=-0.048 total time= 2.1s
[CV 3/3] END max_depth=8, max_features=sqrt, max_leaf_nodes=5, splitter=best;, score=-0.025 total time= 2.6s
[CV 1/3] END max_depth=8, max_features=sqrt, max_leaf_nodes=5, splitter=random;, score=-0.065 total time= 1.0s
[CV 2/3] END max_depth=8, max_features=sqrt, max_leaf_nodes=5, splitter=random;, score=-0.081 total time= 1.0s
[CV 3/3] END max_depth=8, max_features=sqrt, max_leaf_nodes=5, splitter=random;, score=-0.052 total time= 1.1s
[CV 1/3] END max_depth=8, max_features=sqrt, max_leaf_nodes=13, splitter=best;, score=-0.031 total time= 2.7s
[CV 2/3] END max_depth=8, max_features=sqrt, max_leaf_nodes=13, splitter=best;, score=-0.023 total time= 3.1s
[CV 3/3] END max_depth=8, max_features=sqrt, max_leaf_nodes=13, splitter=best;, score=-0.032 total time= 2.9s
[CV 1/3] END max_depth=8, max_features=sqrt, max_leaf_nodes=13, splitter=random;, score=-0.049 total time= 1.5s
[CV 2/3] END max_depth=8, max_features=sqrt, max_leaf_nodes=13, splitter=random;, score=-0.027 total time= 1.3s
[CV 3/3] END max_depth=8, max_features=sqrt, max_leaf_nodes=13, splitter=random;, score=-0.042 total time= 1.5s
[CV 1/3] END max_depth=8, max_features=sqrt, max_leaf_nodes=12, splitter=best;, score=-0.028 total time= 2.9s
[CV 2/3] END max_depth=8, max_features=sqrt, max_leaf_nodes=12, splitter=best;, score=-0.033 total time= 2.8s
[CV 3/3] END max_depth=8, max_features=sqrt, max_leaf_nodes=12, splitter=best;, score=-0.061 total time= 2.5s
[CV 1/3] END max_depth=8, max_features=sqrt, max_leaf_nodes=12, splitter=random;, score=-0.038 total time= 1.2s
[CV 2/3] END max_depth=8, max_features=sqrt, max_leaf_nodes=12, splitter=random;, score=-0.073 total time= 1.3s
[CV 3/3] END max_depth=8, max_features=sqrt, max_leaf_nodes=12, splitter=random;, score=-0.062 total time= 1.2s
[CV 1/3] END max_depth=8, max_features=None, max_leaf_nodes=8, splitter=best;, score=-0.018 total time= 8.8s
[CV 2/3] END max_depth=8, max_features=None, max_leaf_nodes=8, splitter=best;, score=-0.018 total time= 8.9s
[CV 3/3] END max_depth=8, max_features=None, max_leaf_nodes=8, splitter=best;, score=-0.018 total time= 8.7s
[CV 1/3] END max_depth=8, max_features=None, max_leaf_nodes=8, splitter=random;, score=-0.026 total time= 3.4s
[CV 2/3] END max_depth=8, max_features=None, max_leaf_nodes=8, splitter=random;, score=-0.032 total time= 3.6s
[CV 3/3] END max_depth=8, max_features=None, max_leaf_nodes=8, splitter=random;, score=-0.037 total time= 3.3s
[CV 1/3] END max_depth=8, max_features=None, max_leaf_nodes=13, splitter=best;, score=-0.016 total time= 10.2s
[CV 2/3] END max_depth=8, max_features=None, max_leaf_nodes=13, splitter=best;, score=-0.016 total time= 10.1s
[CV 3/3] END max_depth=8, max_features=None, max_leaf_nodes=13, splitter=best;, score=-0.016 total time= 10.2s
[CV 1/3] END max_depth=8, max_features=None, max_leaf_nodes=13, splitter=random;, score=-0.030 total time= 4.0s
[CV 2/3] END max_depth=8, max_features=None, max_leaf_nodes=13, splitter=random;, score=-0.027 total time= 3.9s
[CV 3/3] END max_depth=8, max_features=None, max_leaf_nodes=13, splitter=random;, score=-0.033 total time= 3.9s
[CV 1/3] END max_depth=8, max_features=None, max_leaf_nodes=5, splitter=best;, score=-0.021 total time= 8.1s
[CV 2/3] END max_depth=8, max_features=None, max_leaf_nodes=5, splitter=best;, score=-0.021 total time= 7.6s
[CV 3/3] END max_depth=8, max_features=None, max_leaf_nodes=5, splitter=best;, score=-0.022 total time= 7.1s
[CV 1/3] END max_depth=8, max_features=None, max_leaf_nodes=5, splitter=random;, score=-0.027 total time= 2.9s
[CV 2/3] END max_depth=8, max_features=None, max_leaf_nodes=5, splitter=random;, score=-0.041 total time= 2.8s
[CV 3/3] END max_depth=8, max_features=None, max_leaf_nodes=5, splitter=random;, score=-0.038 total time= 3.3s
[CV 1/3] END max_depth=8, max_features=None, max_leaf_nodes=13, splitter=best;, score=-0.016 total time= 10.2s
[CV 2/3] END max_depth=8, max_features=None, max_leaf_nodes=13, splitter=best;, score=-0.016 total time= 10.1s
[CV 3/3] END max_depth=8, max_features=None, max_leaf_nodes=13, splitter=best;, score=-0.016 total time= 10.1s
[CV 1/3] END max_depth=8, max_features=None, max_leaf_nodes=13, splitter=random;, score=-0.032 total time= 4.3s
[CV 2/3] END max_depth=8, max_features=None, max_leaf_nodes=13, splitter=random;, score=-0.022 total time= 4.9s
[CV 3/3] END max_depth=8, max_features=None, max_leaf_nodes=13, splitter=random;, score=-0.018 total time= 4.5s
[CV 1/3] END max_depth=8, max_features=None, max_leaf_nodes=12, splitter=best;, score=-0.016 total time= 9.8s
[CV 2/3] END max_depth=8, max_features=None, max_leaf_nodes=12, splitter=best;, score=-0.016 total time= 9.6s
[CV 3/3] END max_depth=8, max_features=None, max_leaf_nodes=12, splitter=best;, score=-0.016 total time= 9.6s
[CV 1/3] END max_depth=8, max_features=None, max_leaf_nodes=12, splitter=random;, score=-0.023 total time= 4.8s
[CV 2/3] END max_depth=8, max_features=None, max_leaf_nodes=12, splitter=random;, score=-0.023 total time= 3.9s
[CV 3/3] END max_depth=8, max_features=None, max_leaf_nodes=12, splitter=random;, score=-0.027 total time= 3.8s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=8, splitter=best;, score=-0.018 total time= 8.9s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=8, splitter=best;, score=-0.018 total time= 8.9s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=8, splitter=best;, score=-0.018 total time= 8.7s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=8, splitter=random;, score=-0.028 total time= 3.7s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=8, splitter=random;, score=-0.035 total time= 3.5s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=8, splitter=random;, score=-0.035 total time= 3.4s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=13, splitter=best;, score=-0.016 total time= 10.3s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=13, splitter=best;, score=-0.016 total time= 11.4s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=13, splitter=best;, score=-0.016 total time= 12.7s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=13, splitter=random;, score=-0.025 total time= 4.3s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=13, splitter=random;, score=-0.030 total time= 4.8s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=13, splitter=random;, score=-0.030 total time= 4.7s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=5, splitter=best;, score=-0.021 total time= 7.9s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=5, splitter=best;, score=-0.021 total time= 7.8s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=5, splitter=best;, score=-0.022 total time= 8.1s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=5, splitter=random;, score=-0.045 total time= 2.9s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=5, splitter=random;, score=-0.037 total time= 3.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=5, splitter=random;, score=-0.028 total time= 3.1s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=13, splitter=best;, score=-0.016 total time= 10.6s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=13, splitter=best;, score=-0.016 total time= 10.2s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=13, splitter=best;, score=-0.016 total time= 10.2s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=13, splitter=random;, score=-0.019 total time= 4.3s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=13, splitter=random;, score=-0.030 total time= 4.6s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=13, splitter=random;, score=-0.017 total time= 4.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=12, splitter=best;, score=-0.016 total time= 9.6s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=12, splitter=best;, score=-0.016 total time= 9.6s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=12, splitter=best;, score=-0.016 total time= 9.5s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=12, splitter=random;, score=-0.030 total time= 3.9s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=12, splitter=random;, score=-0.034 total time= 3.7s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=12, splitter=random;, score=-0.021 total time= 4.1s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=8, splitter=best;, score=-0.047 total time= 2.4s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=8, splitter=best;, score=-0.079 total time= 1.6s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=8, splitter=best;, score=-0.032 total time= 2.4s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=8, splitter=random;, score=-0.065 total time= 1.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=8, splitter=random;, score=-0.076 total time= 1.1s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=8, splitter=random;, score=-0.062 total time= 1.3s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=13, splitter=best;, score=-0.047 total time= 2.7s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=13, splitter=best;, score=-0.019 total time= 3.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=13, splitter=best;, score=-0.023 total time= 2.9s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=13, splitter=random;, score=-0.076 total time= 1.3s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=13, splitter=random;, score=-0.056 total time= 1.2s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=13, splitter=random;, score=-0.060 total time= 1.4s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=5, splitter=best;, score=-0.056 total time= 1.8s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=5, splitter=best;, score=-0.031 total time= 2.1s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=5, splitter=best;, score=-0.044 total time= 2.1s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=5, splitter=random;, score=-0.051 total time= 0.9s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=5, splitter=random;, score=-0.040 total time= 1.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=5, splitter=random;, score=-0.086 total time= 1.1s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=13, splitter=best;, score=-0.034 total time= 2.8s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=13, splitter=best;, score=-0.029 total time= 2.8s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=13, splitter=best;, score=-0.019 total time= 2.9s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=13, splitter=random;, score=-0.081 total time= 1.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=13, splitter=random;, score=-0.052 total time= 1.4s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=13, splitter=random;, score=-0.060 total time= 1.3s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=12, splitter=best;, score=-0.026 total time= 3.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=12, splitter=best;, score=-0.031 total time= 2.4s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=12, splitter=best;, score=-0.032 total time= 2.9s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=12, splitter=random;, score=-0.061 total time= 1.1s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=12, splitter=random;, score=-0.050 total time= 1.4s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=12, splitter=random;, score=-0.047 total time= 1.3s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=8, splitter=best;, score=-0.025 total time= 2.8s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=8, splitter=best;, score=-0.035 total time= 2.7s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=8, splitter=best;, score=-0.026 total time= 2.7s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=8, splitter=random;, score=-0.083 total time= 1.1s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=8, splitter=random;, score=-0.067 total time= 1.2s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=8, splitter=random;, score=-0.073 total time= 1.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=13, splitter=best;, score=-0.020 total time= 2.8s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=13, splitter=best;, score=-0.030 total time= 2.8s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=13, splitter=best;, score=-0.032 total time= 2.5s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=13, splitter=random;, score=-0.073 total time= 1.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=13, splitter=random;, score=-0.031 total time= 1.6s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=13, splitter=random;, score=-0.071 total time= 1.3s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=5, splitter=best;, score=-0.028 total time= 2.6s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=5, splitter=best;, score=-0.031 total time= 2.1s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=5, splitter=best;, score=-0.025 total time= 2.2s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=5, splitter=random;, score=-0.058 total time= 1.1s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=5, splitter=random;, score=-0.072 total time= 1.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=5, splitter=random;, score=-0.086 total time= 0.9s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=13, splitter=best;, score=-0.024 total time= 3.1s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=13, splitter=best;, score=-0.024 total time= 3.1s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=13, splitter=best;, score=-0.032 total time= 2.7s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=13, splitter=random;, score=-0.061 total time= 1.4s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=13, splitter=random;, score=-0.059 total time= 1.2s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=13, splitter=random;, score=-0.043 total time= 1.3s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=12, splitter=best;, score=-0.033 total time= 2.9s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=12, splitter=best;, score=-0.025 total time= 2.7s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=12, splitter=best;, score=-0.034 total time= 2.6s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=12, splitter=random;, score=-0.076 total time= 1.1s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=12, splitter=random;, score=-0.044 total time= 1.4s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=12, splitter=random;, score=-0.036 total time= 1.5s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=8, splitter=best;, score=-0.018 total time= 8.8s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=8, splitter=best;, score=-0.018 total time= 8.9s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=8, splitter=best;, score=-0.018 total time= 9.2s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=8, splitter=random;, score=-0.021 total time= 4.5s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=8, splitter=random;, score=-0.031 total time= 3.3s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=8, splitter=random;, score=-0.025 total time= 3.5s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=13, splitter=best;, score=-0.016 total time= 10.1s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=13, splitter=best;, score=-0.016 total time= 24.8s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=13, splitter=best;, score=-0.016 total time= 14.5s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=13, splitter=random;, score=-0.027 total time= 5.1s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=13, splitter=random;, score=-0.030 total time= 5.4s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=13, splitter=random;, score=-0.019 total time= 4.6s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=5, splitter=best;, score=-0.021 total time= 7.6s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=5, splitter=best;, score=-0.021 total time= 7.6s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=5, splitter=best;, score=-0.022 total time= 7.1s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=5, splitter=random;, score=-0.041 total time= 2.7s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=5, splitter=random;, score=-0.040 total time= 2.9s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=5, splitter=random;, score=-0.053 total time= 3.2s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=13, splitter=best;, score=-0.016 total time= 11.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=13, splitter=best;, score=-0.016 total time= 10.3s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=13, splitter=best;, score=-0.016 total time= 10.2s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=13, splitter=random;, score=-0.024 total time= 4.2s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=13, splitter=random;, score=-0.020 total time= 5.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=13, splitter=random;, score=-0.031 total time= 3.9s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=12, splitter=best;, score=-0.016 total time= 9.5s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=12, splitter=best;, score=-0.016 total time= 9.6s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=12, splitter=best;, score=-0.016 total time= 9.5s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=12, splitter=random;, score=-0.025 total time= 4.3s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=12, splitter=random;, score=-0.033 total time= 3.7s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=12, splitter=random;, score=-0.021 total time= 3.9s
[CV 1/3] END max_depth=8, max_features=auto, max_leaf_nodes=8, splitter=best;, score=-0.018 total time= 8.8s
[CV 2/3] END max_depth=8, max_features=auto, max_leaf_nodes=8, splitter=best;, score=-0.018 total time= 8.8s
[CV 3/3] END max_depth=8, max_features=auto, max_leaf_nodes=8, splitter=best;, score=-0.018 total time= 8.7s
[CV 1/3] END max_depth=8, max_features=auto, max_leaf_nodes=8, splitter=random;, score=-0.030 total time= 3.3s
[CV 2/3] END max_depth=8, max_features=auto, max_leaf_nodes=8, splitter=random;, score=-0.053 total time= 3.2s
[CV 3/3] END max_depth=8, max_features=auto, max_leaf_nodes=8, splitter=random;, score=-0.038 total time= 3.2s
[CV 1/3] END max_depth=8, max_features=auto, max_leaf_nodes=13, splitter=best;, score=-0.016 total time= 10.1s
[CV 2/3] END max_depth=8, max_features=auto, max_leaf_nodes=13, splitter=best;, score=-0.016 total time= 10.6s
[CV 3/3] END max_depth=8, max_features=auto, max_leaf_nodes=13, splitter=best;, score=-0.016 total time= 10.2s
[CV 1/3] END max_depth=8, max_features=auto, max_leaf_nodes=13, splitter=random;, score=-0.024 total time= 5.0s
[CV 2/3] END max_depth=8, max_features=auto, max_leaf_nodes=13, splitter=random;, score=-0.022 total time= 43.4s
[CV 3/3] END max_depth=8, max_features=auto, max_leaf_nodes=13, splitter=random;, score=-0.019 total time= 6.1s
[CV 1/3] END max_depth=8, max_features=auto, max_leaf_nodes=5, splitter=best;, score=-0.021 total time= 7.9s
[CV 2/3] END max_depth=8, max_features=auto, max_leaf_nodes=5, splitter=best;, score=-0.021 total time= 7.6s
[CV 3/3] END max_depth=8, max_features=auto, max_leaf_nodes=5, splitter=best;, score=-0.022 total time= 7.1s
[CV 1/3] END max_depth=8, max_features=auto, max_leaf_nodes=5, splitter=random;, score=-0.025 total time= 2.9s
[CV 2/3] END max_depth=8, max_features=auto, max_leaf_nodes=5, splitter=random;, score=-0.047 total time= 2.8s
[CV 3/3] END max_depth=8, max_features=auto, max_leaf_nodes=5, splitter=random;, score=-0.022 total time= 3.1s
[CV 1/3] END max_depth=8, max_features=auto, max_leaf_nodes=13, splitter=best;, score=-0.016 total time= 10.2s
[CV 2/3] END max_depth=8, max_features=auto, max_leaf_nodes=13, splitter=best;, score=-0.016 total time= 10.1s
[CV 3/3] END max_depth=8, max_features=auto, max_leaf_nodes=13, splitter=best;, score=-0.016 total time= 10.1s
[CV 1/3] END max_depth=8, max_features=auto, max_leaf_nodes=13, splitter=random;, score=-0.034 total time= 3.6s
[CV 2/3] END max_depth=8, max_features=auto, max_leaf_nodes=13, splitter=random;, score=-0.021 total time= 4.6s
[CV 3/3] END max_depth=8, max_features=auto, max_leaf_nodes=13, splitter=random;, score=-0.024 total time= 5.0s
[CV 1/3] END max_depth=8, max_features=auto, max_leaf_nodes=12, splitter=best;, score=-0.016 total time= 9.5s
[CV 2/3] END max_depth=8, max_features=auto, max_leaf_nodes=12, splitter=best;, score=-0.016 total time= 9.5s
[CV 3/3] END max_depth=8, max_features=auto, max_leaf_nodes=12, splitter=best;, score=-0.016 total time= 9.5s
[CV 1/3] END max_depth=8, max_features=auto, max_leaf_nodes=12, splitter=random;, score=-0.023 total time= 4.4s
[CV 2/3] END max_depth=8, max_features=auto, max_leaf_nodes=12, splitter=random;, score=-0.029 total time= 4.3s
[CV 3/3] END max_depth=8, max_features=auto, max_leaf_nodes=12, splitter=random;, score=-0.019 total time= 4.3s
[CV 1/3] END max_depth=8, max_features=log2, max_leaf_nodes=8, splitter=best;, score=-0.034 total time= 2.6s
[CV 2/3] END max_depth=8, max_features=log2, max_leaf_nodes=8, splitter=best;, score=-0.047 total time= 2.2s
[CV 3/3] END max_depth=8, max_features=log2, max_leaf_nodes=8, splitter=best;, score=-0.028 total time= 2.6s
[CV 1/3] END max_depth=8, max_features=log2, max_leaf_nodes=8, splitter=random;, score=-0.083 total time= 0.9s
[CV 2/3] END max_depth=8, max_features=log2, max_leaf_nodes=8, splitter=random;, score=-0.076 total time= 1.0s
[CV 3/3] END max_depth=8, max_features=log2, max_leaf_nodes=8, splitter=random;, score=-0.068 total time= 1.5s
[CV 1/3] END max_depth=8, max_features=log2, max_leaf_nodes=13, splitter=best;, score=-0.030 total time= 4.6s
[CV 2/3] END max_depth=8, max_features=log2, max_leaf_nodes=13, splitter=best;, score=-0.028 total time= 2.6s
[CV 3/3] END max_depth=8, max_features=log2, max_leaf_nodes=13, splitter=best;, score=-0.029 total time= 2.4s
[CV 1/3] END max_depth=8, max_features=log2, max_leaf_nodes=13, splitter=random;, score=-0.059 total time= 1.3s
[CV 2/3] END max_depth=8, max_features=log2, max_leaf_nodes=13, splitter=random;, score=-0.066 total time= 1.1s
[CV 3/3] END max_depth=8, max_features=log2, max_leaf_nodes=13, splitter=random;, score=-0.064 total time= 1.1s
[CV 1/3] END max_depth=8, max_features=log2, max_leaf_nodes=5, splitter=best;, score=-0.031 total time= 2.3s
[CV 2/3] END max_depth=8, max_features=log2, max_leaf_nodes=5, splitter=best;, score=-0.026 total time= 2.2s
[CV 3/3] END max_depth=8, max_features=log2, max_leaf_nodes=5, splitter=best;, score=-0.029 total time= 2.6s
[CV 1/3] END max_depth=8, max_features=log2, max_leaf_nodes=5, splitter=random;, score=-0.061 total time= 1.1s
[CV 2/3] END max_depth=8, max_features=log2, max_leaf_nodes=5, splitter=random;, score=-0.047 total time= 1.0s
[CV 3/3] END max_depth=8, max_features=log2, max_leaf_nodes=5, splitter=random;, score=-0.086 total time= 1.0s
[CV 1/3] END max_depth=8, max_features=log2, max_leaf_nodes=13, splitter=best;, score=-0.027 total time= 2.3s
[CV 2/3] END max_depth=8, max_features=log2, max_leaf_nodes=13, splitter=best;, score=-0.026 total time= 2.9s
[CV 3/3] END max_depth=8, max_features=log2, max_leaf_nodes=13, splitter=best;, score=-0.026 total time= 3.2s
[CV 1/3] END max_depth=8, max_features=log2, max_leaf_nodes=13, splitter=random;, score=-0.049 total time= 1.2s
[CV 2/3] END max_depth=8, max_features=log2, max_leaf_nodes=13, splitter=random;, score=-0.043 total time= 1.2s
[CV 3/3] END max_depth=8, max_features=log2, max_leaf_nodes=13, splitter=random;, score=-0.033 total time= 1.3s
[CV 1/3] END max_depth=8, max_features=log2, max_leaf_nodes=12, splitter=best;, score=-0.026 total time= 2.9s
[CV 2/3] END max_depth=8, max_features=log2, max_leaf_nodes=12, splitter=best;, score=-0.026 total time= 2.7s
[CV 3/3] END max_depth=8, max_features=log2, max_leaf_nodes=12, splitter=best;, score=-0.024 total time= 2.9s
[CV 1/3] END max_depth=8, max_features=log2, max_leaf_nodes=12, splitter=random;, score=-0.044 total time= 1.5s
[CV 2/3] END max_depth=8, max_features=log2, max_leaf_nodes=12, splitter=random;, score=-0.053 total time= 1.2s
[CV 3/3] END max_depth=8, max_features=log2, max_leaf_nodes=12, splitter=random;, score=-0.078 total time= 1.1s
[CV 1/3] END max_depth=8, max_features=sqrt, max_leaf_nodes=8, splitter=best;, score=-0.032 total time= 2.4s
[CV 2/3] END max_depth=8, max_features=sqrt, max_leaf_nodes=8, splitter=best;, score=-0.052 total time= 2.2s
[CV 3/3] END max_depth=8, max_features=sqrt, max_leaf_nodes=8, splitter=best;, score=-0.027 total time= 2.7s
[CV 1/3] END max_depth=8, max_features=sqrt, max_leaf_nodes=8, splitter=random;, score=-0.079 total time= 1.2s
[CV 2/3] END max_depth=8, max_features=sqrt, max_leaf_nodes=8, splitter=random;, score=-0.081 total time= 1.0s
[CV 3/3] END max_depth=8, max_features=sqrt, max_leaf_nodes=8, splitter=random;, score=-0.055 total time= 1.3s
[CV 1/3] END max_depth=8, max_features=sqrt, max_leaf_nodes=13, splitter=best;, score=-0.022 total time= 3.0s
[CV 2/3] END max_depth=8, max_features=sqrt, max_leaf_nodes=13, splitter=best;, score=-0.024 total time= 2.8s
[CV 3/3] END max_depth=8, max_features=sqrt, max_leaf_nodes=13, splitter=best;, score=-0.025 total time= 3.2s
[CV 1/3] END max_depth=8, max_features=sqrt, max_leaf_nodes=13, splitter=random;, score=-0.057 total time= 1.2s
[CV 2/3] END max_depth=8, max_features=sqrt, max_leaf_nodes=13, splitter=random;, score=-0.039 total time= 1.5s
[CV 3/3] END max_depth=8, max_features=sqrt, max_leaf_nodes=13, splitter=random;, score=-0.083 total time= 1.1s
[CV 1/3] END max_depth=8, max_features=sqrt, max_leaf_nodes=5, splitter=best;, score=-0.032 total time= 2.2s
[CV 2/3] END max_depth=8, max_features=sqrt, max_leaf_nodes=5, splitter=best;, score=-0.041 total time= 2.4s
[CV 3/3] END max_depth=8, max_features=sqrt, max_leaf_nodes=5, splitter=best;, score=-0.036 total time= 2.3s
[CV 1/3] END max_depth=8, max_features=sqrt, max_leaf_nodes=5, splitter=random;, score=-0.060 total time= 0.9s
[CV 2/3] END max_depth=8, max_features=sqrt, max_leaf_nodes=5, splitter=random;, score=-0.065 total time= 1.2s
[CV 3/3] END max_depth=8, max_features=sqrt, max_leaf_nodes=5, splitter=random;, score=-0.078 total time= 1.0s
[CV 1/3] END max_depth=8, max_features=sqrt, max_leaf_nodes=13, splitter=best;, score=-0.033 total time= 2.6s
[CV 2/3] END max_depth=8, max_features=sqrt, max_leaf_nodes=13, splitter=best;, score=-0.027 total time= 3.0s
[CV 3/3] END max_depth=8, max_features=sqrt, max_leaf_nodes=13, splitter=best;, score=-0.022 total time= 2.7s
[CV 1/3] END max_depth=8, max_features=sqrt, max_leaf_nodes=13, splitter=random;, score=-0.052 total time= 1.3s
[CV 2/3] END max_depth=8, max_features=sqrt, max_leaf_nodes=13, splitter=random;, score=-0.062 total time= 1.5s
[CV 3/3] END max_depth=8, max_features=sqrt, max_leaf_nodes=13, splitter=random;, score=-0.064 total time= 1.2s
[CV 1/3] END max_depth=8, max_features=sqrt, max_leaf_nodes=12, splitter=best;, score=-0.026 total time= 2.7s
[CV 2/3] END max_depth=8, max_features=sqrt, max_leaf_nodes=12, splitter=best;, score=-0.033 total time= 2.7s
[CV 3/3] END max_depth=8, max_features=sqrt, max_leaf_nodes=12, splitter=best;, score=-0.032 total time= 2.7s
[CV 1/3] END max_depth=8, max_features=sqrt, max_leaf_nodes=12, splitter=random;, score=-0.049 total time= 1.1s
[CV 2/3] END max_depth=8, max_features=sqrt, max_leaf_nodes=12, splitter=random;, score=-0.038 total time= 1.5s
[CV 3/3] END max_depth=8, max_features=sqrt, max_leaf_nodes=12, splitter=random;, score=-0.070 total time= 1.1s
[CV 1/3] END max_depth=8, max_features=None, max_leaf_nodes=8, splitter=best;, score=-0.018 total time= 9.0s
[CV 2/3] END max_depth=8, max_features=None, max_leaf_nodes=8, splitter=best;, score=-0.018 total time= 8.8s
[CV 3/3] END max_depth=8, max_features=None, max_leaf_nodes=8, splitter=best;, score=-0.018 total time= 8.7s
[CV 1/3] END max_depth=8, max_features=None, max_leaf_nodes=8, splitter=random;, score=-0.028 total time= 3.3s
[CV 2/3] END max_depth=8, max_features=None, max_leaf_nodes=8, splitter=random;, score=-0.032 total time= 3.2s
[CV 3/3] END max_depth=8, max_features=None, max_leaf_nodes=8, splitter=random;, score=-0.037 total time= 3.5s
[CV 1/3] END max_depth=8, max_features=None, max_leaf_nodes=13, splitter=best;, score=-0.016 total time= 10.1s
[CV 2/3] END max_depth=8, max_features=None, max_leaf_nodes=13, splitter=best;, score=-0.016 total time= 10.1s
[CV 3/3] END max_depth=8, max_features=None, max_leaf_nodes=13, splitter=best;, score=-0.016 total time= 10.2s
[CV 1/3] END max_depth=8, max_features=None, max_leaf_nodes=13, splitter=random;, score=-0.020 total time= 4.2s
[CV 2/3] END max_depth=8, max_features=None, max_leaf_nodes=13, splitter=random;, score=-0.018 total time= 4.6s
[CV 3/3] END max_depth=8, max_features=None, max_leaf_nodes=13, splitter=random;, score=-0.018 total time= 4.5s
[CV 1/3] END max_depth=8, max_features=None, max_leaf_nodes=5, splitter=best;, score=-0.021 total time= 7.6s
[CV 2/3] END max_depth=8, max_features=None, max_leaf_nodes=5, splitter=best;, score=-0.021 total time= 7.5s
[CV 3/3] END max_depth=8, max_features=None, max_leaf_nodes=5, splitter=best;, score=-0.022 total time= 7.0s
[CV 1/3] END max_depth=8, max_features=None, max_leaf_nodes=5, splitter=random;, score=-0.064 total time= 2.3s
[CV 2/3] END max_depth=8, max_features=None, max_leaf_nodes=5, splitter=random;, score=-0.044 total time= 2.7s
[CV 3/3] END max_depth=8, max_features=None, max_leaf_nodes=5, splitter=random;, score=-0.039 total time= 2.6s
[CV 1/3] END max_depth=8, max_features=None, max_leaf_nodes=13, splitter=best;, score=-0.016 total time= 10.0s
[CV 2/3] END max_depth=8, max_features=None, max_leaf_nodes=13, splitter=best;, score=-0.016 total time= 10.2s
[CV 3/3] END max_depth=8, max_features=None, max_leaf_nodes=13, splitter=best;, score=-0.016 total time= 10.3s
[CV 1/3] END max_depth=8, max_features=None, max_leaf_nodes=13, splitter=random;, score=-0.034 total time= 3.5s
[CV 2/3] END max_depth=8, max_features=None, max_leaf_nodes=13, splitter=random;, score=-0.023 total time= 4.1s
[CV 3/3] END max_depth=8, max_features=None, max_leaf_nodes=13, splitter=random;, score=-0.026 total time= 1.3min
[CV 1/3] END max_depth=8, max_features=None, max_leaf_nodes=12, splitter=best;, score=-0.016 total time= 14.3s
[CV 2/3] END max_depth=8, max_features=None, max_leaf_nodes=12, splitter=best;, score=-0.016 total time= 11.2s
[CV 3/3] END max_depth=8, max_features=None, max_leaf_nodes=12, splitter=best;, score=-0.016 total time= 10.1s
[CV 1/3] END max_depth=8, max_features=None, max_leaf_nodes=12, splitter=random;, score=-0.032 total time= 3.8s
[CV 2/3] END max_depth=8, max_features=None, max_leaf_nodes=12, splitter=random;, score=-0.026 total time= 4.4s
[CV 3/3] END max_depth=8, max_features=None, max_leaf_nodes=12, splitter=random;, score=-0.028 total time= 4.1s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=8, splitter=best;, score=-0.018 total time= 8.9s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=8, splitter=best;, score=-0.018 total time= 8.9s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=8, splitter=best;, score=-0.018 total time= 8.6s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=8, splitter=random;, score=-0.031 total time= 3.4s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=8, splitter=random;, score=-0.022 total time= 3.8s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=8, splitter=random;, score=-0.022 total time= 4.4s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=13, splitter=best;, score=-0.016 total time= 10.1s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=13, splitter=best;, score=-0.016 total time= 10.1s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=13, splitter=best;, score=-0.016 total time= 10.2s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=13, splitter=random;, score=-0.020 total time= 4.4s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=13, splitter=random;, score=-0.036 total time= 4.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=13, splitter=random;, score=-0.022 total time= 4.2s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=5, splitter=best;, score=-0.021 total time= 7.5s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=5, splitter=best;, score=-0.021 total time= 7.6s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=5, splitter=best;, score=-0.022 total time= 8.7s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=5, splitter=random;, score=-0.037 total time= 3.5s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=5, splitter=random;, score=-0.039 total time= 3.6s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=5, splitter=random;, score=-0.022 total time= 3.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=13, splitter=best;, score=-0.016 total time= 10.3s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=13, splitter=best;, score=-0.016 total time= 10.3s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=13, splitter=best;, score=-0.016 total time= 10.1s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=13, splitter=random;, score=-0.033 total time= 3.7s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=13, splitter=random;, score=-0.029 total time= 3.8s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=13, splitter=random;, score=-0.026 total time= 4.2s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=12, splitter=best;, score=-0.016 total time= 9.6s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=12, splitter=best;, score=-0.016 total time= 9.5s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=12, splitter=best;, score=-0.016 total time= 9.6s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=12, splitter=random;, score=-0.021 total time= 3.8s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=12, splitter=random;, score=-0.020 total time= 4.5s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=12, splitter=random;, score=-0.028 total time= 4.4s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=8, splitter=best;, score=-0.038 total time= 2.6s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=8, splitter=best;, score=-0.027 total time= 2.4s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=8, splitter=best;, score=-0.046 total time= 2.1s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=8, splitter=random;, score=-0.047 total time= 1.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=8, splitter=random;, score=-0.077 total time= 1.1s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=8, splitter=random;, score=-0.063 total time= 1.3s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=13, splitter=best;, score=-0.033 total time= 3.7s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=13, splitter=best;, score=-0.035 total time= 3.6s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=13, splitter=best;, score=-0.033 total time= 3.8s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=13, splitter=random;, score=-0.055 total time= 1.1s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=13, splitter=random;, score=-0.069 total time= 1.2s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=13, splitter=random;, score=-0.082 total time= 1.1s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=5, splitter=best;, score=-0.033 total time= 2.1s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=5, splitter=best;, score=-0.054 total time= 2.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=5, splitter=best;, score=-0.040 total time= 2.2s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=5, splitter=random;, score=-0.088 total time= 0.9s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=5, splitter=random;, score=-0.042 total time= 1.1s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=5, splitter=random;, score=-0.086 total time= 0.9s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=13, splitter=best;, score=-0.027 total time= 3.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=13, splitter=best;, score=-0.025 total time= 2.5s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=13, splitter=best;, score=-0.025 total time= 3.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=13, splitter=random;, score=-0.034 total time= 1.2s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=13, splitter=random;, score=-0.053 total time= 1.2s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=13, splitter=random;, score=-0.043 total time= 1.2s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=12, splitter=best;, score=-0.030 total time= 2.8s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=12, splitter=best;, score=-0.038 total time= 2.8s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=12, splitter=best;, score=-0.028 total time= 3.1s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=12, splitter=random;, score=-0.036 total time= 1.3s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=12, splitter=random;, score=-0.065 total time= 1.2s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=12, splitter=random;, score=-0.072 total time= 1.3s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=8, splitter=best;, score=-0.030 total time= 2.5s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=8, splitter=best;, score=-0.029 total time= 2.2s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=8, splitter=best;, score=-0.029 total time= 2.5s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=8, splitter=random;, score=-0.052 total time= 1.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=8, splitter=random;, score=-0.083 total time= 0.9s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=8, splitter=random;, score=-0.036 total time= 1.4s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=13, splitter=best;, score=-0.033 total time= 2.7s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=13, splitter=best;, score=-0.024 total time= 2.9s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=13, splitter=best;, score=-0.031 total time= 2.4s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=13, splitter=random;, score=-0.055 total time= 1.3s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=13, splitter=random;, score=-0.044 total time= 1.3s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=13, splitter=random;, score=-0.076 total time= 1.1s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=5, splitter=best;, score=-0.028 total time= 2.2s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=5, splitter=best;, score=-0.025 total time= 2.3s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=5, splitter=best;, score=-0.051 total time= 2.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=5, splitter=random;, score=-0.075 total time= 1.1s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=5, splitter=random;, score=-0.056 total time= 1.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=5, splitter=random;, score=-0.080 total time= 1.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=13, splitter=best;, score=-0.040 total time= 2.3s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=13, splitter=best;, score=-0.019 total time= 3.2s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=13, splitter=best;, score=-0.020 total time= 2.8s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=13, splitter=random;, score=-0.067 total time= 1.1s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=13, splitter=random;, score=-0.050 total time= 1.2s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=13, splitter=random;, score=-0.055 total time= 1.4s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=12, splitter=best;, score=-0.025 total time= 2.8s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=12, splitter=best;, score=-0.031 total time= 3.1s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=12, splitter=best;, score=-0.031 total time= 2.6s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=12, splitter=random;, score=-0.046 total time= 1.4s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=12, splitter=random;, score=-0.067 total time= 1.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=12, splitter=random;, score=-0.085 total time= 1.1s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=8, splitter=best;, score=-0.018 total time= 8.9s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=8, splitter=best;, score=-0.018 total time= 8.9s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=8, splitter=best;, score=-0.018 total time= 9.5s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=8, splitter=random;, score=-0.021 total time= 3.9s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=8, splitter=random;, score=-0.039 total time= 3.1s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=8, splitter=random;, score=-0.037 total time= 3.8s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=13, splitter=best;, score=-0.016 total time= 10.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=13, splitter=best;, score=-0.016 total time= 10.2s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=13, splitter=best;, score=-0.016 total time= 10.1s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=13, splitter=random;, score=-0.029 total time= 3.7s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=13, splitter=random;, score=-0.030 total time= 3.6s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=13, splitter=random;, score=-0.024 total time= 3.5s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=5, splitter=best;, score=-0.021 total time= 7.5s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=5, splitter=best;, score=-0.021 total time= 7.6s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=5, splitter=best;, score=-0.022 total time= 7.2s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=5, splitter=random;, score=-0.027 total time= 3.1s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=5, splitter=random;, score=-0.039 total time= 3.2s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=5, splitter=random;, score=-0.025 total time= 3.2s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=13, splitter=best;, score=-0.016 total time= 10.1s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=13, splitter=best;, score=-0.016 total time= 10.1s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=13, splitter=best;, score=-0.016 total time= 10.1s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=13, splitter=random;, score=-0.030 total time= 4.2s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=13, splitter=random;, score=-0.028 total time= 4.7s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=13, splitter=random;, score=-0.022 total time= 4.2s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=12, splitter=best;, score=-0.016 total time= 9.6s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=12, splitter=best;, score=-0.016 total time= 9.6s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=12, splitter=best;, score=-0.016 total time= 9.5s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=12, splitter=random;, score=-0.030 total time= 4.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=12, splitter=random;, score=-0.023 total time= 4.1s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=12, splitter=random;, score=-0.024 total time= 4.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=8, splitter=best;, score=-0.018 total time= 8.8s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=8, splitter=best;, score=-0.018 total time= 8.8s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=8, splitter=best;, score=-0.018 total time= 8.8s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=8, splitter=random;, score=-0.021 total time= 3.6s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=8, splitter=random;, score=-0.031 total time= 3.4s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=8, splitter=random;, score=-0.039 total time= 3.4s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=13, splitter=best;, score=-0.016 total time= 10.1s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=13, splitter=best;, score=-0.016 total time= 10.2s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=13, splitter=best;, score=-0.016 total time= 10.2s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=13, splitter=random;, score=-0.022 total time= 4.4s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=13, splitter=random;, score=-0.024 total time= 4.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=13, splitter=random;, score=-0.033 total time= 4.3s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=5, splitter=best;, score=-0.021 total time= 7.7s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=5, splitter=best;, score=-0.021 total time= 7.5s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=5, splitter=best;, score=-0.022 total time= 7.1s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=5, splitter=random;, score=-0.034 total time= 2.7s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=5, splitter=random;, score=-0.041 total time= 2.7s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=5, splitter=random;, score=-0.041 total time= 2.4s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=13, splitter=best;, score=-0.016 total time= 10.1s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=13, splitter=best;, score=-0.016 total time= 10.1s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=13, splitter=best;, score=-0.016 total time= 10.9s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=13, splitter=random;, score=-0.019 total time= 3.8s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=13, splitter=random;, score=-0.021 total time= 3.9s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=13, splitter=random;, score=-0.031 total time= 4.7s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=12, splitter=best;, score=-0.016 total time= 9.5s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=12, splitter=best;, score=-0.016 total time= 9.6s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=12, splitter=best;, score=-0.016 total time= 9.6s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=12, splitter=random;, score=-0.022 total time= 4.4s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=12, splitter=random;, score=-0.027 total time= 3.9s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=12, splitter=random;, score=-0.020 total time= 4.1s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=8, splitter=best;, score=-0.034 total time= 2.3s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=8, splitter=best;, score=-0.027 total time= 2.1s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=8, splitter=best;, score=-0.029 total time= 2.6s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=8, splitter=random;, score=-0.077 total time= 1.1s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=8, splitter=random;, score=-0.055 total time= 1.2s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=8, splitter=random;, score=-0.051 total time= 1.3s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=13, splitter=best;, score=-0.025 total time= 2.8s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=13, splitter=best;, score=-0.019 total time= 3.2s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=13, splitter=best;, score=-0.028 total time= 2.7s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=13, splitter=random;, score=-0.040 total time= 1.3s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=13, splitter=random;, score=-0.057 total time= 1.2s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=13, splitter=random;, score=-0.072 total time= 1.1s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=5, splitter=best;, score=-0.039 total time= 2.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=5, splitter=best;, score=-0.056 total time= 1.9s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=5, splitter=best;, score=-0.029 total time= 2.1s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=5, splitter=random;, score=-0.036 total time= 1.1s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=5, splitter=random;, score=-0.053 total time= 1.1s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=5, splitter=random;, score=-0.038 total time= 1.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=13, splitter=best;, score=-0.026 total time= 3.1s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=13, splitter=best;, score=-0.037 total time= 2.4s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=13, splitter=best;, score=-0.037 total time= 2.7s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=13, splitter=random;, score=-0.076 total time= 1.2s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=13, splitter=random;, score=-0.082 total time= 1.1s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=13, splitter=random;, score=-0.052 total time= 1.2s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=12, splitter=best;, score=-0.032 total time= 2.8s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=12, splitter=best;, score=-0.025 total time= 2.6s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=12, splitter=best;, score=-0.032 total time= 2.8s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=12, splitter=random;, score=-0.056 total time= 1.1s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=12, splitter=random;, score=-0.051 total time= 1.5s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=12, splitter=random;, score=-0.047 total time= 1.3s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=8, splitter=best;, score=-0.032 total time= 2.5s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=8, splitter=best;, score=-0.026 total time= 2.6s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=8, splitter=best;, score=-0.031 total time= 2.1s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=8, splitter=random;, score=-0.050 total time= 1.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=8, splitter=random;, score=-0.079 total time= 1.1s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=8, splitter=random;, score=-0.040 total time= 1.2s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=13, splitter=best;, score=-0.028 total time= 2.5s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=13, splitter=best;, score=-0.029 total time= 2.6s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=13, splitter=best;, score=-0.025 total time= 2.9s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=13, splitter=random;, score=-0.068 total time= 1.2s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=13, splitter=random;, score=-0.047 total time= 1.1s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=13, splitter=random;, score=-0.063 total time= 1.1s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=5, splitter=best;, score=-0.037 total time= 2.4s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=5, splitter=best;, score=-0.060 total time= 2.4s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=5, splitter=best;, score=-0.045 total time= 1.9s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=5, splitter=random;, score=-0.060 total time= 1.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=5, splitter=random;, score=-0.074 total time= 1.1s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=5, splitter=random;, score=-0.087 total time= 1.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=13, splitter=best;, score=-0.027 total time= 2.7s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=13, splitter=best;, score=-0.022 total time= 3.1s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=13, splitter=best;, score=-0.022 total time= 3.1s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=13, splitter=random;, score=-0.065 total time= 1.3s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=13, splitter=random;, score=-0.054 total time= 1.2s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=13, splitter=random;, score=-0.054 total time= 1.3s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=12, splitter=best;, score=-0.034 total time= 2.5s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=12, splitter=best;, score=-0.021 total time= 2.8s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=12, splitter=best;, score=-0.027 total time= 2.8s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=12, splitter=random;, score=-0.064 total time= 1.2s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=12, splitter=random;, score=-0.056 total time= 1.2s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=12, splitter=random;, score=-0.052 total time= 1.1s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=8, splitter=best;, score=-0.018 total time= 9.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=8, splitter=best;, score=-0.018 total time= 8.8s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=8, splitter=best;, score=-0.018 total time= 8.8s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=8, splitter=random;, score=-0.027 total time= 3.3s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=8, splitter=random;, score=-0.021 total time= 3.6s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=8, splitter=random;, score=-0.034 total time= 3.4s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=13, splitter=best;, score=-0.016 total time= 10.6s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=13, splitter=best;, score=-0.016 total time= 10.5s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=13, splitter=best;, score=-0.016 total time= 10.2s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=13, splitter=random;, score=-0.023 total time= 4.2s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=13, splitter=random;, score=-0.028 total time= 3.6s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=13, splitter=random;, score=-0.020 total time= 4.2s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=5, splitter=best;, score=-0.021 total time= 7.6s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=5, splitter=best;, score=-0.021 total time= 7.5s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=5, splitter=best;, score=-0.022 total time= 7.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=5, splitter=random;, score=-0.046 total time= 2.7s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=5, splitter=random;, score=-0.026 total time= 3.1s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=5, splitter=random;, score=-0.042 total time= 2.7s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=13, splitter=best;, score=-0.016 total time= 10.1s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=13, splitter=best;, score=-0.016 total time= 10.3s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=13, splitter=best;, score=-0.016 total time= 10.2s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=13, splitter=random;, score=-0.024 total time= 4.4s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=13, splitter=random;, score=-0.027 total time= 4.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=13, splitter=random;, score=-0.019 total time= 4.3s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=12, splitter=best;, score=-0.016 total time= 9.6s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=12, splitter=best;, score=-0.016 total time= 9.7s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=12, splitter=best;, score=-0.016 total time= 9.6s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=12, splitter=random;, score=-0.024 total time= 3.9s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=12, splitter=random;, score=-0.023 total time= 3.9s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=12, splitter=random;, score=-0.025 total time= 4.0s
CPU times: user 40min 6s, sys: 2min 56s, total: 43min 3s
Wall time: 45min 20s